Sentence examples for uses a bootstrap method from inspiring English sources

FALCON uses a bootstrap method to calculate the statistical significance of a given nestedness score, since the true null distributions of the test statistics are not known.

The present example demonstrates that using a bootstrap method for the estimation of outcome-probability confidence intervals provides useful additional information about score-class statistics, guiding physicians towards the most convenient model for predicting morbidity outcomes in their clinical context.

The confidence intervals were computed from the several instantiations using a bootstrap method [35].

(1) An appropriate number of data samples to work with are determined using a Bootstrap method for statistical stability.

As an alternative, Simar and Wilson (2007) suggested using a bootstrap method to estimate bias-corrected efficiency scores during the first step.

We accomplished this using a bootstrap method involving resampling n samples from the ground plot data with replacement using equal probability sampling, following recommendations from McRoberts et al. (2011) and based on work by Efron and Tibshirani (1986).

A mediation analysis using a bootstrap method revealed that the effect of the gain-framed messages on users' intentions to use the fitness app was mediated through exercise self-efficacy and outcome expectations of exercise.

To assess the significance level of indirect effects, the standard error of estimated parameters of indirect effects was assessed using a bootstrap method (1000 iterations) (Rosseel 2012; Zainuddin 2015).

Therefore, we also carried out a Wilcoxon rank sum test and reevaluation of confidence intervals using a bootstrap method to assess the statistical significance of the differences in depths.

To set up the energy test, the value of M was taken equal to N. All the reported energy test values were computed at a significant level of 0.01 using a bootstrap method [44, 52]. Figure 1 represents the experimental results of the energy test for ADFT features, concerning the first setup.

We used a bootstrap method to obtain confidence intervals [32].